Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 5032 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.0 MiB |
| Average record size in memory | 216.0 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 10 |
Alerts
PolicyholderName has a high cardinality: 5031 distinct values | High cardinality |
PlanName has a high cardinality: 5032 distinct values | High cardinality |
PolicyholderID is highly correlated with IncomeofPolicyholderperannum and 9 other fields | High correlation |
IncomeofPolicyholderperannum is highly correlated with PolicyholderID and 2 other fields | High correlation |
Planenrolledyear is highly correlated with PolicyholderID and 12 other fields | High correlation |
PolicyTerminyears is highly correlated with PolicyholderID and 9 other fields | High correlation |
Sumassured is highly correlated with PolicyholderID and 8 other fields | High correlation |
YearofMaturity is highly correlated with PolicyholderID and 10 other fields | High correlation |
YearlyPremium is highly correlated with PolicyholderID and 8 other fields | High correlation |
MonthlyPremium is highly correlated with PolicyholderID and 8 other fields | High correlation |
NumberofPremiumspaidinyears is highly correlated with PolicyholderID and 12 other fields | High correlation |
NumberofPremiumspaidtilldateinmonths is highly correlated with PolicyholderID and 12 other fields | High correlation |
PremiumPaidtilldate is highly correlated with PolicyholderID and 11 other fields | High correlation |
latepayment0to3months is highly correlated with Planenrolledyear and 4 other fields | High correlation |
Totaldelayedmonths is highly correlated with Planenrolledyear and 7 other fields | High correlation |
RiskScore is highly correlated with Planenrolledyear and 6 other fields | High correlation |
Default is highly correlated with Planenrolledyear and 5 other fields | High correlation |
latepayment6to9months is highly correlated with Totaldelayedmonths | High correlation |
latepayment9to12months is highly correlated with Morethan12monthsdelay and 1 other fields | High correlation |
Morethan12monthsdelay is highly correlated with latepayment9to12months and 1 other fields | High correlation |
PolicyholderAgeinyears is highly correlated with MaritalStatus and 1 other fields | High correlation |
MaritalStatus is highly correlated with PolicyholderAgeinyears | High correlation |
Nominee is highly correlated with PolicyholderAgeinyears | High correlation |
Accomodation is highly correlated with IncomeofPolicyholderperannum | High correlation |
PolicyholderID is uniformly distributed | Uniform |
PolicyholderName is uniformly distributed | Uniform |
PlanName is uniformly distributed | Uniform |
PolicyholderID has unique values | Unique |
PlanName has unique values | Unique |
latepayment6to9months has 4781 (95.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-19 14:57:57.793570 |
|---|---|
| Analysis finished | 2023-03-19 14:58:56.665340 |
| Duration | 58.87 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 5032 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2516.876391 |
| Minimum | 1 |
|---|---|
| Maximum | 5033 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 252.55 |
| Q1 | 1258.75 |
| median | 2516.5 |
| Q3 | 3775.25 |
| 95-th percentile | 4781.45 |
| Maximum | 5033 |
| Range | 5032 |
| Interquartile range (IQR) | 2516.5 |
Descriptive statistics
| Standard deviation | 1453.16422 |
|---|---|
| Coefficient of variation (CV) | 0.577368132 |
| Kurtosis | -1.200233405 |
| Mean | 2516.876391 |
| Median Absolute Deviation (MAD) | 1258.5 |
| Skewness | 0.0002396935882 |
| Sum | 12664922 |
| Variance | 2111686.251 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 3353 | 1 | < 0.1% |
| 3360 | 1 | < 0.1% |
| 3359 | 1 | < 0.1% |
| 3358 | 1 | < 0.1% |
| 3357 | 1 | < 0.1% |
| 3356 | 1 | < 0.1% |
| 3355 | 1 | < 0.1% |
| 3354 | 1 | < 0.1% |
| 3352 | 1 | < 0.1% |
| Other values (5022) | 5022 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 5033 | 1 | |
| 5032 | 1 | |
| 5031 | 1 | |
| 5030 | 1 | |
| 5029 | 1 | |
| 5028 | 1 | |
| 5027 | 1 | |
| 5026 | 1 | |
| 5025 | 1 | |
| 5024 | 1 |
| Distinct | 5031 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.4 KiB |
| Irfan Khan | 2 |
|---|---|
| Sarat Sharma | 1 |
| V Arumugam | 1 |
| Sathyavathi Putta | 1 |
| Vijay Mech | 1 |
| Other values (5026) |
Length
| Max length | 43 |
|---|---|
| Median length | 31 |
| Mean length | 13.80584261 |
| Min length | 1 |
Characters and Unicode
| Total characters | 69471 |
|---|---|
| Distinct characters | 114 |
| Distinct categories | 16 ? |
| Distinct scripts | 8 ? |
| Distinct blocks | 10 ? |
Unique
| Unique | 5030 ? |
|---|---|
| Unique (%) | > 99.9% |
Sample
| 1st row | Sarat Sharma |
|---|---|
| 2nd row | Sandeep Balasubramanian |
| 3rd row | Prem Kumar |
| 4th row | Sajal Toshniwal |
| 5th row | Chandrakumar |
Common Values
| Value | Count | Frequency (%) |
| Irfan Khan | 2 | < 0.1% |
| Sarat Sharma | 1 | < 0.1% |
| V Arumugam | 1 | < 0.1% |
| Sathyavathi Putta | 1 | < 0.1% |
| Vijay Mech | 1 | < 0.1% |
| Sudhakharan Mohanram | 1 | < 0.1% |
| Shiwalika Gupta | 1 | < 0.1% |
| Ravichandran Arumugam | 1 | < 0.1% |
| Mohammed Junaid | 1 | < 0.1% |
| Manoj Veer | 1 | < 0.1% |
| Other values (5021) | 5021 |
Length
| Value | Count | Frequency (%) |
| kumar | 220 | 2.3% |
| s | 84 | 0.9% |
| raj | 70 | 0.7% |
| r | 54 | 0.6% |
| m | 54 | 0.6% |
| k | 54 | 0.6% |
| suresh | 50 | 0.5% |
| jain | 49 | 0.5% |
| srinivasan | 48 | 0.5% |
| ramesh | 47 | 0.5% |
| Other values (4282) | 9011 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 13461 | |
| n | 5538 | 8.0% |
| 4760 | 6.9% | |
| r | 4308 | 6.2% |
| h | 4105 | 5.9% |
| i | 3989 | 5.7% |
| e | 2990 | 4.3% |
| u | 2422 | 3.5% |
| m | 2297 | 3.3% |
| s | 2270 | 3.3% |
| Other values (104) | 23331 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 54619 | |
| Uppercase Letter | 9842 | 14.2% |
| Space Separator | 4760 | 6.9% |
| Other Punctuation | 148 | 0.2% |
| Decimal Number | 27 | < 0.1% |
| Other Letter | 19 | < 0.1% |
| Open Punctuation | 12 | < 0.1% |
| Close Punctuation | 12 | < 0.1% |
| Connector Punctuation | 8 | < 0.1% |
| Nonspacing Mark | 6 | < 0.1% |
| Other values (6) | 18 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13461 | |
| n | 5538 | |
| r | 4308 | 7.9% |
| h | 4105 | 7.5% |
| i | 3989 | 7.3% |
| e | 2990 | 5.5% |
| u | 2422 | 4.4% |
| m | 2297 | 4.2% |
| s | 2270 | 4.2% |
| t | 1849 | 3.4% |
| Other values (29) | 11390 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1794 | |
| R | 1072 | |
| K | 956 | |
| M | 789 | |
| A | 753 | 7.7% |
| P | 620 | 6.3% |
| V | 603 | 6.1% |
| J | 463 | 4.7% |
| N | 429 | 4.4% |
| B | 424 | 4.3% |
| Other values (19) | 1939 |
Other Letter
| Value | Count | Frequency (%) |
| ர | 3 | |
| ي | 2 | 10.5% |
| த | 2 | 10.5% |
| ヴ | 1 | 5.3% |
| パ | 1 | 5.3% |
| ト | 1 | 5.3% |
| ィ | 1 | 5.3% |
| ラ | 1 | 5.3% |
| ン | 1 | 5.3% |
| க | 1 | 5.3% |
| Other values (5) | 5 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 7 | |
| 1 | 6 | |
| 5 | 3 | |
| 8 | 3 | |
| 0 | 3 | |
| 6 | 2 | 7.4% |
| 7 | 1 | 3.7% |
| 9 | 1 | 3.7% |
| 4 | 1 | 3.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 126 | |
| ' | 9 | 6.1% |
| / | 8 | 5.4% |
| @ | 2 | 1.4% |
| # | 1 | 0.7% |
| & | 1 | 0.7% |
| , | 1 | 0.7% |
Other Symbol
| Value | Count | Frequency (%) |
| 🧿 | 1 | |
| ♡ | 1 | |
| ★ | 1 |
Nonspacing Mark
| Value | Count | Frequency (%) |
| ் | 4 | |
| ீ | 2 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 2 | |
| € | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 4760 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 12 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 12 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 8 |
Control
| Value | Count | Frequency (%) |
| 5 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Private Use
| Value | Count | Frequency (%) |
| | 1 |
Spacing Mark
| Value | Count | Frequency (%) |
| ி | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 64449 | |
| Common | 4983 | 7.2% |
| Tamil | 16 | < 0.1% |
| Cyrillic | 7 | < 0.1% |
| Katakana | 6 | < 0.1% |
| Greek | 5 | < 0.1% |
| Arabic | 4 | < 0.1% |
| Unknown | 1 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13461 | |
| n | 5538 | 8.6% |
| r | 4308 | 6.7% |
| h | 4105 | 6.4% |
| i | 3989 | 6.2% |
| e | 2990 | 4.6% |
| u | 2422 | 3.8% |
| m | 2297 | 3.6% |
| s | 2270 | 3.5% |
| t | 1849 | 2.9% |
| Other values (50) | 21220 |
Common
| Value | Count | Frequency (%) |
| 4760 | ||
| . | 126 | 2.5% |
| ( | 12 | 0.2% |
| ) | 12 | 0.2% |
| ' | 9 | 0.2% |
| _ | 8 | 0.2% |
| / | 8 | 0.2% |
| 2 | 7 | 0.1% |
| 1 | 6 | 0.1% |
| 5 | 0.1% | |
| Other values (17) | 30 | 0.6% |
Tamil
| Value | Count | Frequency (%) |
| ் | 4 | |
| ர | 3 | |
| த | 2 | |
| ீ | 2 | |
| க | 1 | 6.2% |
| ஶ | 1 | 6.2% |
| ி | 1 | 6.2% |
| ச | 1 | 6.2% |
| ஸ | 1 | 6.2% |
Cyrillic
| Value | Count | Frequency (%) |
| а | 2 | |
| Я | 1 | |
| и | 1 | |
| м | 1 | |
| ѕ | 1 | |
| н | 1 |
Katakana
| Value | Count | Frequency (%) |
| ヴ | 1 | |
| パ | 1 | |
| ト | 1 | |
| ィ | 1 | |
| ラ | 1 | |
| ン | 1 |
Arabic
| Value | Count | Frequency (%) |
| ي | 2 | |
| ج | 1 | |
| ل | 1 |
Greek
| Value | Count | Frequency (%) |
| Λ | 3 | |
| ε | 2 |
Unknown
| Value | Count | Frequency (%) |
| | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 69414 | |
| None | 18 | < 0.1% |
| Tamil | 16 | < 0.1% |
| Cyrillic | 7 | < 0.1% |
| Katakana | 6 | < 0.1% |
| Arabic | 4 | < 0.1% |
| Currency Symbols | 2 | < 0.1% |
| Misc Symbols | 2 | < 0.1% |
| PUA | 1 | < 0.1% |
| IPA Ext | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 13461 | |
| n | 5538 | 8.0% |
| 4760 | 6.9% | |
| r | 4308 | 6.2% |
| h | 4105 | 5.9% |
| i | 3989 | 5.7% |
| e | 2990 | 4.3% |
| u | 2422 | 3.5% |
| m | 2297 | 3.3% |
| s | 2270 | 3.3% |
| Other values (65) | 23274 |
None
| Value | Count | Frequency (%) |
| ö | 4 | |
| Λ | 3 | |
| ŋ | 2 | |
| ε | 2 | |
| ı | 2 | |
| ē | 1 | 5.6% |
| ý | 1 | 5.6% |
| 🧿 | 1 | 5.6% |
| Ɩ | 1 | 5.6% |
| ơ | 1 | 5.6% |
Tamil
| Value | Count | Frequency (%) |
| ் | 4 | |
| ர | 3 | |
| த | 2 | |
| ீ | 2 | |
| க | 1 | 6.2% |
| ஶ | 1 | 6.2% |
| ி | 1 | 6.2% |
| ச | 1 | 6.2% |
| ஸ | 1 | 6.2% |
Cyrillic
| Value | Count | Frequency (%) |
| а | 2 | |
| Я | 1 | |
| и | 1 | |
| м | 1 | |
| ѕ | 1 | |
| н | 1 |
Arabic
| Value | Count | Frequency (%) |
| ي | 2 | |
| ج | 1 | |
| ل | 1 |
Currency Symbols
| Value | Count | Frequency (%) |
| € | 2 |
Katakana
| Value | Count | Frequency (%) |
| ヴ | 1 | |
| パ | 1 | |
| ト | 1 | |
| ィ | 1 | |
| ラ | 1 | |
| ン | 1 |
Misc Symbols
| Value | Count | Frequency (%) |
| ♡ | 1 | |
| ★ | 1 |
PUA
| Value | Count | Frequency (%) |
| | 1 |
IPA Ext
| Value | Count | Frequency (%) |
| ʂ | 1 |
| Distinct | 643 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.03196855 |
| Minimum | 28.03835616 |
|---|---|
| Maximum | 92.03287671 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 28.03835616 |
|---|---|
| 5-th percentile | 33.01643836 |
| Q1 | 41.02945205 |
| median | 51.03835616 |
| Q3 | 62.02465753 |
| 95-th percentile | 75.03410959 |
| Maximum | 92.03287671 |
| Range | 63.99452055 |
| Interquartile range (IQR) | 20.99520548 |
Descriptive statistics
| Standard deviation | 13.31552782 |
|---|---|
| Coefficient of variation (CV) | 0.2559105141 |
| Kurtosis | -0.6038824772 |
| Mean | 52.03196855 |
| Median Absolute Deviation (MAD) | 10.02465753 |
| Skewness | 0.33939566 |
| Sum | 261824.8658 |
| Variance | 177.3032812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 192 | 3.8% |
| 34 | 23 | 0.5% |
| 46.03287671 | 22 | 0.4% |
| 54.03287671 | 20 | 0.4% |
| 56.02465753 | 20 | 0.4% |
| 45.01369863 | 20 | 0.4% |
| 61.03013699 | 18 | 0.4% |
| 52.01917808 | 18 | 0.4% |
| 49.02465753 | 18 | 0.4% |
| 47.03287671 | 17 | 0.3% |
| Other values (633) | 4664 |
| Value | Count | Frequency (%) |
| 28.03835616 | 1 | < 0.1% |
| 30.01369863 | 8 | |
| 30.01643836 | 9 | |
| 30.01917808 | 4 | |
| 30.02191781 | 7 | |
| 30.02465753 | 7 | |
| 30.02739726 | 5 | |
| 30.03013699 | 7 | |
| 30.03287671 | 6 | |
| 30.03561644 | 4 |
| Value | Count | Frequency (%) |
| 92.03287671 | 1 | |
| 91.03287671 | 1 | |
| 91.02739726 | 2 | |
| 91.02191781 | 1 | |
| 91.01643836 | 1 | |
| 90.04109589 | 2 | |
| 90.03835616 | 1 | |
| 90.02465753 | 2 | |
| 90.01369863 | 1 | |
| 89.04109589 | 2 |
| Distinct | 2950 |
|---|---|
| Distinct (%) | 58.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 266466.4789 |
| Minimum | 75050 |
|---|---|
| Maximum | 3090130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 75050 |
|---|---|
| 5-th percentile | 87301 |
| Q1 | 132150 |
| median | 198530 |
| Q3 | 301845 |
| 95-th percentile | 667110 |
| Maximum | 3090130 |
| Range | 3015080 |
| Interquartile range (IQR) | 169695 |
Descriptive statistics
| Standard deviation | 223933.3365 |
|---|---|
| Coefficient of variation (CV) | 0.8403808892 |
| Kurtosis | 23.84377723 |
| Mean | 266466.4789 |
| Median Absolute Deviation (MAD) | 77510 |
| Skewness | 3.680713781 |
| Sum | 1340859322 |
| Variance | 5.01461392 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 637640 | 134 | 2.7% |
| 737620 | 92 | 1.8% |
| 437580 | 68 | 1.4% |
| 537470 | 65 | 1.3% |
| 437620 | 57 | 1.1% |
| 525110 | 14 | 0.3% |
| 180150 | 14 | 0.3% |
| 522130 | 14 | 0.3% |
| 150090 | 13 | 0.3% |
| 226440 | 12 | 0.2% |
| Other values (2940) | 4549 |
| Value | Count | Frequency (%) |
| 75050 | 1 | < 0.1% |
| 75060 | 3 | 0.1% |
| 75070 | 6 | |
| 75080 | 3 | 0.1% |
| 75090 | 5 | |
| 75100 | 3 | 0.1% |
| 75110 | 3 | 0.1% |
| 75120 | 5 | |
| 75130 | 9 | |
| 75140 | 4 |
| Value | Count | Frequency (%) |
| 3090130 | 1 | |
| 2675840 | 1 | |
| 2490050 | 2 | |
| 2246540 | 1 | |
| 2051240 | 1 | |
| 1920090 | 1 | |
| 1920030 | 1 | |
| 1875130 | 1 | |
| 1875090 | 1 | |
| 1872050 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.4 KiB |
| Married | |
|---|---|
| Unmarried |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.121621622 |
| Min length | 8 |
Characters and Unicode
| Total characters | 40868 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Unmarried |
|---|---|
| 2nd row | Unmarried |
| 3rd row | Unmarried |
| 4th row | Unmarried |
| 5th row | Unmarried |
Common Values
| Value | Count | Frequency (%) |
| Married | 4420 | |
| Unmarried | 612 | 12.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| married | 4420 | |
| unmarried | 612 | 12.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 10064 | |
| a | 5032 | |
| i | 5032 | |
| e | 5032 | |
| d | 5032 | |
| M | 4420 | |
| 4420 | ||
| U | 612 | 1.5% |
| n | 612 | 1.5% |
| m | 612 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 31416 | |
| Uppercase Letter | 5032 | 12.3% |
| Space Separator | 4420 | 10.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 10064 | |
| a | 5032 | |
| i | 5032 | |
| e | 5032 | |
| d | 5032 | |
| n | 612 | 1.9% |
| m | 612 | 1.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 4420 | |
| U | 612 | 12.2% |
Space Separator
| Value | Count | Frequency (%) |
| 4420 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 36448 | |
| Common | 4420 | 10.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 10064 | |
| a | 5032 | |
| i | 5032 | |
| e | 5032 | |
| d | 5032 | |
| M | 4420 | |
| U | 612 | 1.7% |
| n | 612 | 1.7% |
| m | 612 | 1.7% |
Common
| Value | Count | Frequency (%) |
| 4420 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40868 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 10064 | |
| a | 5032 | |
| i | 5032 | |
| e | 5032 | |
| d | 5032 | |
| M | 4420 | |
| 4420 | ||
| U | 612 | 1.5% |
| n | 612 | 1.5% |
| m | 612 | 1.5% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.4 KiB |
| Spouse | |
|---|---|
| Brother | |
| Sister | |
| Mother | |
| Father |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.25 |
| Min length | 6 |
Characters and Unicode
| Total characters | 31450 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Father |
|---|---|
| 2nd row | Sister |
| 3rd row | Father |
| 4th row | Brother |
| 5th row | Brother |
Common Values
| Value | Count | Frequency (%) |
| Spouse | 2447 | |
| Brother | 1258 | |
| Sister | 517 | 10.3% |
| Mother | 407 | 8.1% |
| Father | 403 | 8.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| spouse | 2447 | |
| brother | 1258 | |
| sister | 517 | 10.3% |
| mother | 407 | 8.1% |
| father | 403 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5032 | |
| o | 4112 | |
| r | 3843 | |
| S | 2964 | |
| s | 2964 | |
| t | 2585 | |
| p | 2447 | |
| u | 2447 | |
| h | 2068 | |
| B | 1258 | 4.0% |
| Other values (4) | 1730 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 26418 | |
| Uppercase Letter | 5032 | 16.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5032 | |
| o | 4112 | |
| r | 3843 | |
| s | 2964 | |
| t | 2585 | |
| p | 2447 | |
| u | 2447 | |
| h | 2068 | |
| i | 517 | 2.0% |
| a | 403 | 1.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2964 | |
| B | 1258 | |
| M | 407 | 8.1% |
| F | 403 | 8.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 31450 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5032 | |
| o | 4112 | |
| r | 3843 | |
| S | 2964 | |
| s | 2964 | |
| t | 2585 | |
| p | 2447 | |
| u | 2447 | |
| h | 2068 | |
| B | 1258 | 4.0% |
| Other values (4) | 1730 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 31450 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 5032 | |
| o | 4112 | |
| r | 3843 | |
| S | 2964 | |
| s | 2964 | |
| t | 2585 | |
| p | 2447 | |
| u | 2447 | |
| h | 2068 | |
| B | 1258 | 4.0% |
| Other values (4) | 1730 | 5.5% |
Dependents
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.4 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5032 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 1312 | |
| 2 | 1294 | |
| 4 | 1219 | |
| 1 | 1207 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 3 | 1312 | |
| 2 | 1294 | |
| 4 | 1219 | |
| 1 | 1207 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 1312 | |
| 2 | 1294 | |
| 4 | 1219 | |
| 1 | 1207 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5032 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1312 | |
| 2 | 1294 | |
| 4 | 1219 | |
| 1 | 1207 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5032 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 1312 | |
| 2 | 1294 | |
| 4 | 1219 | |
| 1 | 1207 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5032 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 1312 | |
| 2 | 1294 | |
| 4 | 1219 | |
| 1 | 1207 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.4 KiB |
| Rented | |
|---|---|
| Own | 70 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.958267091 |
| Min length | 3 |
Characters and Unicode
| Total characters | 29982 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Own |
|---|---|
| 2nd row | Rented |
| 3rd row | Own |
| 4th row | Rented |
| 5th row | Own |
Common Values
| Value | Count | Frequency (%) |
| Rented | 4962 | |
| Own | 70 | 1.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| rented | 4962 | |
| own | 70 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 9924 | |
| n | 5032 | |
| R | 4962 | |
| t | 4962 | |
| d | 4962 | |
| O | 70 | 0.2% |
| w | 70 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 24950 | |
| Uppercase Letter | 5032 | 16.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 9924 | |
| n | 5032 | |
| t | 4962 | |
| d | 4962 | |
| w | 70 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 4962 | |
| O | 70 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 29982 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 9924 | |
| n | 5032 | |
| R | 4962 | |
| t | 4962 | |
| d | 4962 | |
| O | 70 | 0.2% |
| w | 70 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 29982 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 9924 | |
| n | 5032 | |
| R | 4962 | |
| t | 4962 | |
| d | 4962 | |
| O | 70 | 0.2% |
| w | 70 | 0.2% |
ResidenceAreaType
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.4 KiB |
| Urban | |
|---|---|
| Rural |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 25160 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Rural |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 3070 | |
| Rural | 1962 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 3070 | |
| rural | 1962 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 5032 | |
| a | 5032 | |
| U | 3070 | |
| b | 3070 | |
| n | 3070 | |
| R | 1962 | 7.8% |
| u | 1962 | 7.8% |
| l | 1962 | 7.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 20128 | |
| Uppercase Letter | 5032 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 5032 | |
| a | 5032 | |
| b | 3070 | |
| n | 3070 | |
| u | 1962 | 9.7% |
| l | 1962 | 9.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 3070 | |
| R | 1962 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 25160 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 5032 | |
| a | 5032 | |
| U | 3070 | |
| b | 3070 | |
| n | 3070 | |
| R | 1962 | 7.8% |
| u | 1962 | 7.8% |
| l | 1962 | 7.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25160 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 5032 | |
| a | 5032 | |
| U | 3070 | |
| b | 3070 | |
| n | 3070 | |
| R | 1962 | 7.8% |
| u | 1962 | 7.8% |
| l | 1962 | 7.8% |
| Distinct | 5032 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.4 KiB |
| CHSBC-01 | 1 |
|---|---|
| CHSBC-3352 | 1 |
| CHSBC-3359 | 1 |
| CHSBC-3358 | 1 |
| CHSBC-3357 | 1 |
| Other values (5027) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.781796502 |
| Min length | 8 |
Characters and Unicode
| Total characters | 49222 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5032 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | CHSBC-01 |
|---|---|
| 2nd row | CHSBC-02 |
| 3rd row | CHSBC-03 |
| 4th row | CHSBC-04 |
| 5th row | CHSBC-05 |
Common Values
| Value | Count | Frequency (%) |
| CHSBC-01 | 1 | < 0.1% |
| CHSBC-3352 | 1 | < 0.1% |
| CHSBC-3359 | 1 | < 0.1% |
| CHSBC-3358 | 1 | < 0.1% |
| CHSBC-3357 | 1 | < 0.1% |
| CHSBC-3356 | 1 | < 0.1% |
| CHSBC-3355 | 1 | < 0.1% |
| CHSBC-3354 | 1 | < 0.1% |
| CHSBC-3353 | 1 | < 0.1% |
| CHSBC-3351 | 1 | < 0.1% |
| Other values (5022) | 5022 |
Length
| Value | Count | Frequency (%) |
| chsbc-01 | 1 | < 0.1% |
| chsbc-13 | 1 | < 0.1% |
| chsbc-06 | 1 | < 0.1% |
| chsbc-07 | 1 | < 0.1% |
| chsbc-08 | 1 | < 0.1% |
| chsbc-09 | 1 | < 0.1% |
| chsbc-38 | 1 | < 0.1% |
| chsbc-10 | 1 | < 0.1% |
| chsbc-12 | 1 | < 0.1% |
| chsbc-14 | 1 | < 0.1% |
| Other values (5022) | 5022 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 10064 | |
| H | 5032 | |
| S | 5032 | |
| B | 5032 | |
| - | 5032 | |
| 1 | 2514 | 5.1% |
| 2 | 2514 | 5.1% |
| 3 | 2506 | 5.1% |
| 4 | 2503 | 5.1% |
| 5 | 1536 | 3.1% |
| Other values (5) | 7457 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 25160 | |
| Decimal Number | 19030 | |
| Dash Punctuation | 5032 | 10.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2514 | |
| 2 | 2514 | |
| 3 | 2506 | |
| 4 | 2503 | |
| 5 | 1536 | |
| 9 | 1503 | |
| 8 | 1503 | |
| 7 | 1503 | |
| 6 | 1503 | |
| 0 | 1445 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 10064 | |
| H | 5032 | |
| S | 5032 | |
| B | 5032 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5032 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 25160 | |
| Common | 24062 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 5032 | |
| 1 | 2514 | |
| 2 | 2514 | |
| 3 | 2506 | |
| 4 | 2503 | |
| 5 | 1536 | 6.4% |
| 9 | 1503 | 6.2% |
| 8 | 1503 | 6.2% |
| 7 | 1503 | 6.2% |
| 6 | 1503 | 6.2% |
Latin
| Value | Count | Frequency (%) |
| C | 10064 | |
| H | 5032 | |
| S | 5032 | |
| B | 5032 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49222 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 10064 | |
| H | 5032 | |
| S | 5032 | |
| B | 5032 | |
| - | 5032 | |
| 1 | 2514 | 5.1% |
| 2 | 2514 | 5.1% |
| 3 | 2506 | 5.1% |
| 4 | 2503 | 5.1% |
| 5 | 1536 | 3.1% |
| Other values (5) | 7457 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.544714 |
| Minimum | 2010 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 2010 |
|---|---|
| 5-th percentile | 2013 |
| Q1 | 2015 |
| median | 2016 |
| Q3 | 2019 |
| 95-th percentile | 2020 |
| Maximum | 2021 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.601160979 |
|---|---|
| Coefficient of variation (CV) | 0.001289909895 |
| Kurtosis | -0.3269901298 |
| Mean | 2016.544714 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.3474071174 |
| Sum | 10147253 |
| Variance | 6.766038439 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2019 | 1609 | |
| 2015 | 1348 | |
| 2014 | 698 | |
| 2016 | 402 | 8.0% |
| 2017 | 308 | 6.1% |
| 2010 | 211 | 4.2% |
| 2021 | 208 | 4.1% |
| 2020 | 184 | 3.7% |
| 2011 | 16 | 0.3% |
| 2012 | 16 | 0.3% |
| Other values (2) | 32 | 0.6% |
| Value | Count | Frequency (%) |
| 2010 | 211 | 4.2% |
| 2011 | 16 | 0.3% |
| 2012 | 16 | 0.3% |
| 2013 | 16 | 0.3% |
| 2014 | 698 | |
| 2015 | 1348 | |
| 2016 | 402 | 8.0% |
| 2017 | 308 | 6.1% |
| 2018 | 16 | 0.3% |
| 2019 | 1609 |
| Value | Count | Frequency (%) |
| 2021 | 208 | 4.1% |
| 2020 | 184 | 3.7% |
| 2019 | 1609 | |
| 2018 | 16 | 0.3% |
| 2017 | 308 | 6.1% |
| 2016 | 402 | 8.0% |
| 2015 | 1348 | |
| 2014 | 698 | |
| 2013 | 16 | 0.3% |
| 2012 | 16 | 0.3% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.08465819 |
| Minimum | 10 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| median | 18 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 30 |
| Range | 20 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.432311556 |
|---|---|
| Coefficient of variation (CV) | 0.2450868305 |
| Kurtosis | -0.6344702702 |
| Mean | 18.08465819 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.07028843539 |
| Sum | 91002 |
| Variance | 19.64538573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 1532 | |
| 20 | 1001 | |
| 25 | 1000 | |
| 18 | 999 | |
| 10 | 499 | 9.9% |
| 30 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 499 | 9.9% |
| 15 | 1532 | |
| 18 | 999 | |
| 20 | 1001 | |
| 25 | 1000 | |
| 30 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 25 | 1000 | |
| 20 | 1001 | |
| 18 | 999 | |
| 15 | 1532 | |
| 10 | 499 | 9.9% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1808465.819 |
| Minimum | 1000000 |
|---|---|
| Maximum | 3000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 1000000 |
|---|---|
| 5-th percentile | 1000000 |
| Q1 | 1500000 |
| median | 1800000 |
| Q3 | 2000000 |
| 95-th percentile | 2500000 |
| Maximum | 3000000 |
| Range | 2000000 |
| Interquartile range (IQR) | 500000 |
Descriptive statistics
| Standard deviation | 443231.1556 |
|---|---|
| Coefficient of variation (CV) | 0.2450868305 |
| Kurtosis | -0.6344702702 |
| Mean | 1808465.819 |
| Median Absolute Deviation (MAD) | 300000 |
| Skewness | 0.07028843539 |
| Sum | 9100200000 |
| Variance | 1.964538573 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1500000 | 1532 | |
| 2000000 | 1001 | |
| 2500000 | 1000 | |
| 1800000 | 999 | |
| 1000000 | 499 | 9.9% |
| 3000000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000000 | 499 | 9.9% |
| 1500000 | 1532 | |
| 1800000 | 999 | |
| 2000000 | 1001 | |
| 2500000 | 1000 | |
| 3000000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3000000 | 1 | < 0.1% |
| 2500000 | 1000 | |
| 2000000 | 1001 | |
| 1800000 | 999 | |
| 1500000 | 1532 | |
| 1000000 | 499 | 9.9% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2034.629372 |
| Minimum | 2024 |
|---|---|
| Maximum | 2046 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 2024 |
|---|---|
| 5-th percentile | 2025 |
| Q1 | 2031.75 |
| median | 2034 |
| Q3 | 2039 |
| 95-th percentile | 2044 |
| Maximum | 2046 |
| Range | 22 |
| Interquartile range (IQR) | 7.25 |
Descriptive statistics
| Standard deviation | 5.287928723 |
|---|---|
| Coefficient of variation (CV) | 0.002598964114 |
| Kurtosis | -0.4242265311 |
| Mean | 2034.629372 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.08833457757 |
| Sum | 10238255 |
| Variance | 27.96219018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2034 | 742 | |
| 2039 | 564 | |
| 2040 | 389 | |
| 2031 | 386 | |
| 2025 | 381 | |
| 2037 | 380 | |
| 2044 | 365 | |
| 2033 | 361 | |
| 2035 | 359 | |
| 2032 | 339 | |
| Other values (9) | 766 |
| Value | Count | Frequency (%) |
| 2024 | 102 | 2.0% |
| 2025 | 381 | |
| 2026 | 24 | 0.5% |
| 2027 | 179 | 3.6% |
| 2030 | 186 | 3.7% |
| 2031 | 386 | |
| 2032 | 339 | |
| 2033 | 361 | |
| 2034 | 742 | |
| 2035 | 359 |
| Value | Count | Frequency (%) |
| 2046 | 42 | 0.8% |
| 2045 | 43 | 0.9% |
| 2044 | 365 | |
| 2041 | 46 | 0.9% |
| 2040 | 389 | |
| 2039 | 564 | |
| 2038 | 56 | 1.1% |
| 2037 | 380 | |
| 2036 | 88 | 1.7% |
| 2035 | 359 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180846.5819 |
| Minimum | 100000 |
|---|---|
| Maximum | 300000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 100000 |
|---|---|
| 5-th percentile | 100000 |
| Q1 | 150000 |
| median | 180000 |
| Q3 | 200000 |
| 95-th percentile | 250000 |
| Maximum | 300000 |
| Range | 200000 |
| Interquartile range (IQR) | 50000 |
Descriptive statistics
| Standard deviation | 44323.11556 |
|---|---|
| Coefficient of variation (CV) | 0.2450868305 |
| Kurtosis | -0.6344702702 |
| Mean | 180846.5819 |
| Median Absolute Deviation (MAD) | 30000 |
| Skewness | 0.07028843539 |
| Sum | 910020000 |
| Variance | 1964538573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150000 | 1532 | |
| 200000 | 1001 | |
| 250000 | 1000 | |
| 180000 | 999 | |
| 100000 | 499 | 9.9% |
| 300000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100000 | 499 | 9.9% |
| 150000 | 1532 | |
| 180000 | 999 | |
| 200000 | 1001 | |
| 250000 | 1000 | |
| 300000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 300000 | 1 | < 0.1% |
| 250000 | 1000 | |
| 200000 | 1001 | |
| 180000 | 999 | |
| 150000 | 1532 | |
| 100000 | 499 | 9.9% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15070.54849 |
| Minimum | 8333.333333 |
|---|---|
| Maximum | 25000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 8333.333333 |
|---|---|
| 5-th percentile | 8333.333333 |
| Q1 | 12500 |
| median | 15000 |
| Q3 | 16666.66667 |
| 95-th percentile | 20833.33333 |
| Maximum | 25000 |
| Range | 16666.66667 |
| Interquartile range (IQR) | 4166.666667 |
Descriptive statistics
| Standard deviation | 3693.592963 |
|---|---|
| Coefficient of variation (CV) | 0.2450868305 |
| Kurtosis | -0.6344702702 |
| Mean | 15070.54849 |
| Median Absolute Deviation (MAD) | 2500 |
| Skewness | 0.07028843539 |
| Sum | 75835000 |
| Variance | 13642628.98 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12500 | 1532 | |
| 16666.66667 | 1001 | |
| 20833.33333 | 1000 | |
| 15000 | 999 | |
| 8333.333333 | 499 | 9.9% |
| 25000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8333.333333 | 499 | 9.9% |
| 12500 | 1532 | |
| 15000 | 999 | |
| 16666.66667 | 1001 | |
| 20833.33333 | 1000 | |
| 25000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 25000 | 1 | < 0.1% |
| 20833.33333 | 1000 | |
| 16666.66667 | 1001 | |
| 15000 | 999 | |
| 12500 | 1532 | |
| 8333.333333 | 499 | 9.9% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.455286169 |
| Minimum | 2 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 13 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.601160979 |
|---|---|
| Coefficient of variation (CV) | 0.4029505294 |
| Kurtosis | -0.3269901298 |
| Mean | 6.455286169 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.3474071174 |
| Sum | 32483 |
| Variance | 6.766038439 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 1609 | |
| 8 | 1348 | |
| 9 | 698 | |
| 7 | 402 | 8.0% |
| 6 | 308 | 6.1% |
| 13 | 211 | 4.2% |
| 2 | 208 | 4.1% |
| 3 | 184 | 3.7% |
| 12 | 16 | 0.3% |
| 11 | 16 | 0.3% |
| Other values (2) | 32 | 0.6% |
| Value | Count | Frequency (%) |
| 2 | 208 | 4.1% |
| 3 | 184 | 3.7% |
| 4 | 1609 | |
| 5 | 16 | 0.3% |
| 6 | 308 | 6.1% |
| 7 | 402 | 8.0% |
| 8 | 1348 | |
| 9 | 698 | |
| 10 | 16 | 0.3% |
| 11 | 16 | 0.3% |
| Value | Count | Frequency (%) |
| 13 | 211 | 4.2% |
| 12 | 16 | 0.3% |
| 11 | 16 | 0.3% |
| 10 | 16 | 0.3% |
| 9 | 698 | |
| 8 | 1348 | |
| 7 | 402 | 8.0% |
| 6 | 308 | 6.1% |
| 5 | 16 | 0.3% |
| 4 | 1609 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.46343402 |
| Minimum | 24 |
|---|---|
| Maximum | 156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 48 |
| median | 84 |
| Q3 | 96 |
| 95-th percentile | 120 |
| Maximum | 156 |
| Range | 132 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 31.21393175 |
|---|---|
| Coefficient of variation (CV) | 0.4029505294 |
| Kurtosis | -0.3269901298 |
| Mean | 77.46343402 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.3474071174 |
| Sum | 389796 |
| Variance | 974.3095353 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 48 | 1609 | |
| 96 | 1348 | |
| 108 | 698 | |
| 84 | 402 | 8.0% |
| 72 | 308 | 6.1% |
| 156 | 211 | 4.2% |
| 24 | 208 | 4.1% |
| 36 | 184 | 3.7% |
| 144 | 16 | 0.3% |
| 132 | 16 | 0.3% |
| Other values (2) | 32 | 0.6% |
| Value | Count | Frequency (%) |
| 24 | 208 | 4.1% |
| 36 | 184 | 3.7% |
| 48 | 1609 | |
| 60 | 16 | 0.3% |
| 72 | 308 | 6.1% |
| 84 | 402 | 8.0% |
| 96 | 1348 | |
| 108 | 698 | |
| 120 | 16 | 0.3% |
| 132 | 16 | 0.3% |
| Value | Count | Frequency (%) |
| 156 | 211 | 4.2% |
| 144 | 16 | 0.3% |
| 132 | 16 | 0.3% |
| 120 | 16 | 0.3% |
| 108 | 698 | |
| 96 | 1348 | |
| 84 | 402 | 8.0% |
| 72 | 308 | 6.1% |
| 60 | 16 | 0.3% |
| 48 | 1609 |
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96638.67912 |
| Minimum | 16666.66667 |
|---|---|
| Maximum | 200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 16666.66667 |
|---|---|
| 5-th percentile | 41666.66667 |
| Q1 | 60000 |
| median | 83333.33333 |
| Q3 | 133333.3333 |
| 95-th percentile | 166666.6667 |
| Maximum | 200000 |
| Range | 183333.3333 |
| Interquartile range (IQR) | 73333.33333 |
Descriptive statistics
| Standard deviation | 45196.65902 |
|---|---|
| Coefficient of variation (CV) | 0.4676870527 |
| Kurtosis | -0.9764247095 |
| Mean | 96638.67912 |
| Median Absolute Deviation (MAD) | 33333.33333 |
| Skewness | 0.4942840022 |
| Sum | 486285833.3 |
| Variance | 2042737986 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50000 | 789 | |
| 66666.66667 | 486 | 9.7% |
| 83333.33333 | 365 | 7.3% |
| 60000 | 364 | 7.2% |
| 87500 | 346 | 6.9% |
| 120000 | 345 | 6.9% |
| 166666.6667 | 343 | 6.8% |
| 133333.3333 | 303 | 6.0% |
| 75000 | 215 | 4.3% |
| 162500 | 211 | 4.2% |
| Other values (18) | 1265 |
| Value | Count | Frequency (%) |
| 16666.66667 | 24 | 0.5% |
| 25000 | 56 | 1.1% |
| 30000 | 40 | 0.8% |
| 33333.33333 | 46 | 0.9% |
| 37500 | 56 | 1.1% |
| 41666.66667 | 42 | 0.8% |
| 45000 | 40 | 0.8% |
| 50000 | 789 | |
| 58333.33333 | 24 | 0.5% |
| 60000 | 364 |
| Value | Count | Frequency (%) |
| 200000 | 17 | 0.3% |
| 187500 | 208 | |
| 183333.3333 | 16 | 0.3% |
| 166666.6667 | 16 | 0.3% |
| 166666.6667 | 343 | |
| 162500 | 211 | |
| 150000 | 178 | |
| 135000 | 210 | |
| 133333.3333 | 303 | |
| 120000 | 345 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.4 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | |
| 3 | 46 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5032 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3592 | |
| 2 | 902 | 17.9% |
| 1 | 492 | 9.8% |
| 3 | 46 | 0.9% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 3592 | |
| 2 | 902 | 17.9% |
| 1 | 492 | 9.8% |
| 3 | 46 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3592 | |
| 2 | 902 | 17.9% |
| 1 | 492 | 9.8% |
| 3 | 46 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5032 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3592 | |
| 2 | 902 | 17.9% |
| 1 | 492 | 9.8% |
| 3 | 46 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5032 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3592 | |
| 2 | 902 | 17.9% |
| 1 | 492 | 9.8% |
| 3 | 46 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5032 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3592 | |
| 2 | 902 | 17.9% |
| 1 | 492 | 9.8% |
| 3 | 46 | 0.9% |
latepayment3to6months
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.4 KiB |
| 3 | |
|---|---|
| 4 | 26 |
| 5 | 14 |
| 6 | 13 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5032 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 4979 | |
| 4 | 26 | 0.5% |
| 5 | 14 | 0.3% |
| 6 | 13 | 0.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 3 | 4979 | |
| 4 | 26 | 0.5% |
| 5 | 14 | 0.3% |
| 6 | 13 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 4979 | |
| 4 | 26 | 0.5% |
| 5 | 14 | 0.3% |
| 6 | 13 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5032 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 4979 | |
| 4 | 26 | 0.5% |
| 5 | 14 | 0.3% |
| 6 | 13 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5032 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 4979 | |
| 4 | 26 | 0.5% |
| 5 | 14 | 0.3% |
| 6 | 13 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5032 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 4979 | |
| 4 | 26 | 0.5% |
| 5 | 14 | 0.3% |
| 6 | 13 | 0.3% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2442368839 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 4781 |
| Zeros (%) | 95.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.078035795 |
|---|---|
| Coefficient of variation (CV) | 4.41389432 |
| Kurtosis | 17.0195761 |
| Mean | 0.2442368839 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.292558595 |
| Sum | 1229 |
| Variance | 1.162161175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4781 | |
| 5 | 216 | 4.3% |
| 3 | 18 | 0.4% |
| 4 | 9 | 0.2% |
| 7 | 4 | 0.1% |
| 8 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4781 | |
| 3 | 18 | 0.4% |
| 4 | 9 | 0.2% |
| 5 | 216 | 4.3% |
| 6 | 1 | < 0.1% |
| 7 | 4 | 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 4 | 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 216 | 4.3% |
| 4 | 9 | 0.2% |
| 3 | 18 | 0.4% |
| 0 | 4781 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.226550079 |
| Minimum | 4 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 12 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.058958894 |
|---|---|
| Coefficient of variation (CV) | 0.2505492362 |
| Kurtosis | 19.89288922 |
| Mean | 4.226550079 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.624771724 |
| Sum | 21268 |
| Variance | 1.121393939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 4788 | |
| 9 | 167 | 3.3% |
| 10 | 38 | 0.8% |
| 5 | 33 | 0.7% |
| 11 | 4 | 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 4788 | |
| 5 | 33 | 0.7% |
| 9 | 167 | 3.3% |
| 10 | 38 | 0.8% |
| 11 | 4 | 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 2 | < 0.1% |
| 11 | 4 | 0.1% |
| 10 | 38 | 0.8% |
| 9 | 167 | 3.3% |
| 5 | 33 | 0.7% |
| 4 | 4788 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.071343402 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5348866242 |
|---|---|
| Coefficient of variation (CV) | 0.1313784104 |
| Kurtosis | 80.03529924 |
| Mean | 4.071343402 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.329881221 |
| Sum | 20487 |
| Variance | 0.2861037008 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 4738 | |
| 5 | 184 | 3.7% |
| 6 | 42 | 0.8% |
| 2 | 30 | 0.6% |
| 10 | 26 | 0.5% |
| 3 | 9 | 0.2% |
| 8 | 2 | < 0.1% |
| 0 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 2 | 30 | 0.6% |
| 3 | 9 | 0.2% |
| 4 | 4738 | |
| 5 | 184 | 3.7% |
| 6 | 42 | 0.8% |
| 8 | 2 | < 0.1% |
| 10 | 26 | 0.5% |
| Value | Count | Frequency (%) |
| 10 | 26 | 0.5% |
| 8 | 2 | < 0.1% |
| 6 | 42 | 0.8% |
| 5 | 184 | 3.7% |
| 4 | 4738 | |
| 3 | 9 | 0.2% |
| 2 | 30 | 0.6% |
| 0 | 1 | < 0.1% |
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.04431638 |
| Minimum | 9 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 11 |
| median | 11 |
| Q3 | 13 |
| 95-th percentile | 16 |
| Maximum | 31 |
| Range | 22 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.032880066 |
|---|---|
| Coefficient of variation (CV) | 0.1687833499 |
| Kurtosis | 13.04963363 |
| Mean | 12.04431638 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.058634527 |
| Sum | 60607 |
| Variance | 4.132601361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 3148 | |
| 13 | 764 | 15.2% |
| 12 | 543 | 10.8% |
| 16 | 219 | 4.4% |
| 18 | 82 | 1.6% |
| 14 | 80 | 1.6% |
| 17 | 76 | 1.5% |
| 19 | 29 | 0.6% |
| 9 | 22 | 0.4% |
| 15 | 20 | 0.4% |
| Other values (12) | 49 | 1.0% |
| Value | Count | Frequency (%) |
| 9 | 22 | 0.4% |
| 10 | 6 | 0.1% |
| 11 | 3148 | |
| 12 | 543 | 10.8% |
| 13 | 764 | 15.2% |
| 14 | 80 | 1.6% |
| 15 | 20 | 0.4% |
| 16 | 219 | 4.4% |
| 17 | 76 | 1.5% |
| 18 | 82 | 1.6% |
| Value | Count | Frequency (%) |
| 31 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28 | 2 | < 0.1% |
| 27 | 2 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 12 | |
| 24 | 3 | 0.1% |
| 23 | 10 | |
| 22 | 2 | < 0.1% |
| 21 | 8 |
| Distinct | 97 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1869644737 |
| Minimum | 0.05769230769 |
|---|---|
| Maximum | 1.041666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.4 KiB |
Quantile statistics
| Minimum | 0.05769230769 |
|---|---|
| 5-th percentile | 0.1066558442 |
| Q1 | 0.1203703704 |
| median | 0.1527777778 |
| Q3 | 0.2291666667 |
| 95-th percentile | 0.375 |
| Maximum | 1.041666667 |
| Range | 0.983974359 |
| Interquartile range (IQR) | 0.1087962963 |
Descriptive statistics
| Standard deviation | 0.0955737848 |
|---|---|
| Coefficient of variation (CV) | 0.5111868737 |
| Kurtosis | 5.976640988 |
| Mean | 0.1869644737 |
| Median Absolute Deviation (MAD) | 0.03819444444 |
| Skewness | 1.898502381 |
| Sum | 940.8052316 |
| Variance | 0.009134348341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2291666667 | 1177 | |
| 0.1145833333 | 980 | |
| 0.1203703704 | 605 | |
| 0.130952381 | 282 | 5.6% |
| 0.1527777778 | 228 | 4.5% |
| 0.25 | 193 | 3.8% |
| 0.125 | 178 | 3.5% |
| 0.1666666667 | 164 | 3.3% |
| 0.4583333333 | 159 | 3.2% |
| 0.07051282051 | 141 | 2.8% |
| Other values (87) | 925 |
| Value | Count | Frequency (%) |
| 0.05769230769 | 3 | 0.1% |
| 0.07051282051 | 141 | |
| 0.07638888889 | 13 | 0.3% |
| 0.07692307692 | 23 | 0.5% |
| 0.08333333333 | 28 | 0.6% |
| 0.08974358974 | 6 | 0.1% |
| 0.09090909091 | 2 | < 0.1% |
| 0.09166666667 | 12 | 0.2% |
| 0.09375 | 2 | < 0.1% |
| 0.09848484848 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.041666667 | 2 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.7083333333 | 7 | 0.1% |
| 0.6666666667 | 8 | 0.2% |
| 0.625 | 1 | < 0.1% |
| 0.5833333333 | 1 | < 0.1% |
| 0.5416666667 | 3 | 0.1% |
| 0.5277777778 | 3 | 0.1% |
| 0.5208333333 | 4 | 0.1% |
| 0.5 | 27 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5032 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2983 | |
| 0 | 2049 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 2983 | |
| 0 | 2049 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2983 | |
| 0 | 2049 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5032 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2983 | |
| 0 | 2049 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5032 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2983 | |
| 0 | 2049 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5032 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2983 | |
| 0 | 2049 |
First rows
| PolicyholderID | PolicyholderName | PolicyholderAgeinyears | IncomeofPolicyholderperannum | MaritalStatus | Nominee | Dependents | Accomodation | ResidenceAreaType | PlanName | Planenrolledyear | PolicyTerminyears | Sumassured | YearofMaturity | YearlyPremium | MonthlyPremium | NumberofPremiumspaidinyears | NumberofPremiumspaidtilldateinmonths | PremiumPaidtilldate | latepayment0to3months | latepayment3to6months | latepayment6to9months | latepayment9to12months | Morethan12monthsdelay | Totaldelayedmonths | RiskScore | Default | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Sarat Sharma | 35.000000 | 1747520 | Unmarried | Father | 3 | Own | Rural | CHSBC-01 | 2021 | 10 | 1000000 | 2031 | 100000 | 8333.333333 | 2 | 24 | 16666.666667 | 0 | 3 | 0 | 4 | 4 | 11 | 0.458333 | 0 |
| 1 | 2 | Sandeep Balasubramanian | 35.000000 | 750060 | Unmarried | Sister | 1 | Rented | Urban | CHSBC-02 | 2016 | 10 | 1000000 | 2026 | 100000 | 8333.333333 | 7 | 84 | 58333.333333 | 1 | 3 | 0 | 4 | 4 | 12 | 0.142857 | 1 |
| 2 | 3 | Prem Kumar | 30.032877 | 852060 | Unmarried | Father | 1 | Own | Urban | CHSBC-03 | 2015 | 10 | 1000000 | 2025 | 100000 | 8333.333333 | 8 | 96 | 66666.666667 | 0 | 3 | 0 | 4 | 4 | 11 | 0.114583 | 1 |
| 3 | 4 | Sajal Toshniwal | 30.035616 | 750070 | Unmarried | Brother | 1 | Rented | Urban | CHSBC-04 | 2017 | 10 | 1000000 | 2027 | 100000 | 8333.333333 | 6 | 72 | 50000.000000 | 0 | 3 | 0 | 4 | 5 | 12 | 0.166667 | 1 |
| 4 | 5 | Chandrakumar | 30.041096 | 1125120 | Unmarried | Brother | 1 | Own | Urban | CHSBC-05 | 2014 | 10 | 1000000 | 2024 | 100000 | 8333.333333 | 9 | 108 | 75000.000000 | 2 | 3 | 0 | 4 | 4 | 13 | 0.120370 | 1 |
| 5 | 6 | Charan Kumar | 31.013699 | 750130 | Unmarried | Sister | 4 | Rented | Rural | CHSBC-06 | 2015 | 10 | 1000000 | 2025 | 100000 | 8333.333333 | 8 | 96 | 66666.666667 | 0 | 3 | 0 | 4 | 4 | 11 | 0.114583 | 1 |
| 6 | 7 | Prabhudev | 31.038356 | 1492580 | Unmarried | Mother | 4 | Own | Rural | CHSBC-07 | 2017 | 10 | 1000000 | 2027 | 100000 | 8333.333333 | 6 | 72 | 50000.000000 | 0 | 3 | 0 | 4 | 4 | 11 | 0.152778 | 1 |
| 7 | 8 | Kaviselvan Panneerselvam | 32.032877 | 900080 | Unmarried | Sister | 2 | Own | Urban | CHSBC-08 | 2021 | 10 | 1000000 | 2031 | 100000 | 8333.333333 | 2 | 24 | 16666.666667 | 0 | 3 | 0 | 4 | 4 | 11 | 0.458333 | 0 |
| 8 | 9 | Siva Priyan | 33.030137 | 1290140 | Unmarried | Father | 4 | Own | Urban | CHSBC-09 | 2016 | 10 | 1000000 | 2026 | 100000 | 8333.333333 | 7 | 84 | 58333.333333 | 1 | 3 | 0 | 4 | 4 | 12 | 0.142857 | 1 |
| 9 | 10 | Anandh | 34.024658 | 1185140 | Unmarried | Mother | 3 | Own | Rural | CHSBC-10 | 2015 | 10 | 1000000 | 2025 | 100000 | 8333.333333 | 8 | 96 | 66666.666667 | 0 | 3 | 0 | 4 | 4 | 11 | 0.114583 | 1 |
Last rows
| PolicyholderID | PolicyholderName | PolicyholderAgeinyears | IncomeofPolicyholderperannum | MaritalStatus | Nominee | Dependents | Accomodation | ResidenceAreaType | PlanName | Planenrolledyear | PolicyTerminyears | Sumassured | YearofMaturity | YearlyPremium | MonthlyPremium | NumberofPremiumspaidinyears | NumberofPremiumspaidtilldateinmonths | PremiumPaidtilldate | latepayment0to3months | latepayment3to6months | latepayment6to9months | latepayment9to12months | Morethan12monthsdelay | Totaldelayedmonths | RiskScore | Default | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5022 | 5024 | S N Gnana Giri | 43.019178 | 226570 | Married | Father | 1 | Rented | Urban | CHSBC-5023 | 2019 | 15 | 1500000 | 2034 | 150000 | 12500.0 | 4 | 48 | 50000.0 | 0 | 3 | 0 | 4 | 4 | 11 | 0.229167 | 0 |
| 5023 | 5025 | Ramya Sai Galla Venkat | 76.013699 | 226440 | Married | Brother | 4 | Rented | Urban | CHSBC-5024 | 2017 | 15 | 1500000 | 2032 | 150000 | 12500.0 | 6 | 72 | 75000.0 | 0 | 3 | 0 | 4 | 4 | 11 | 0.152778 | 1 |
| 5024 | 5026 | Pravin Terdale | 50.035616 | 226360 | Married | Spouse | 1 | Rented | Urban | CHSBC-5025 | 2015 | 15 | 1500000 | 2030 | 150000 | 12500.0 | 8 | 96 | 100000.0 | 0 | 3 | 0 | 4 | 4 | 11 | 0.114583 | 1 |
| 5025 | 5027 | Subha Selvam | 31.024658 | 226860 | Unmarried | Sister | 3 | Rented | Rural | CHSBC-5026 | 2019 | 15 | 1500000 | 2034 | 150000 | 12500.0 | 4 | 48 | 50000.0 | 0 | 3 | 0 | 4 | 4 | 11 | 0.229167 | 0 |
| 5026 | 5028 | Deepika Yash Chopra | 47.035616 | 226580 | Married | Spouse | 2 | Rented | Rural | CHSBC-5027 | 2017 | 15 | 1500000 | 2032 | 150000 | 12500.0 | 6 | 72 | 75000.0 | 1 | 3 | 0 | 4 | 4 | 12 | 0.166667 | 1 |
| 5027 | 5029 | Narayanan Rajulu | 43.027397 | 226650 | Married | Sister | 1 | Rented | Rural | CHSBC-5028 | 2015 | 15 | 1500000 | 2030 | 150000 | 12500.0 | 8 | 96 | 100000.0 | 0 | 3 | 0 | 4 | 4 | 11 | 0.114583 | 1 |
| 5028 | 5030 | Samy Babu | 35.000000 | 226720 | Unmarried | Father | 1 | Rented | Rural | CHSBC-5029 | 2019 | 15 | 1500000 | 2034 | 150000 | 12500.0 | 4 | 48 | 50000.0 | 0 | 3 | 0 | 4 | 4 | 11 | 0.229167 | 0 |
| 5029 | 5031 | Sanhas Allekat | 74.041096 | 226440 | Married | Brother | 2 | Rented | Urban | CHSBC-5030 | 2015 | 15 | 1500000 | 2030 | 150000 | 12500.0 | 8 | 96 | 100000.0 | 1 | 3 | 0 | 4 | 4 | 12 | 0.125000 | 1 |
| 5030 | 5032 | Subha Shree Nagarajan | 62.035616 | 226570 | Married | Spouse | 1 | Rented | Rural | CHSBC-5031 | 2019 | 15 | 1500000 | 2034 | 150000 | 12500.0 | 4 | 48 | 50000.0 | 0 | 3 | 0 | 4 | 4 | 11 | 0.229167 | 0 |
| 5031 | 5033 | Martin Thomas | 35.000000 | 226360 | Unmarried | Mother | 4 | Rented | Urban | CHSBC-5032 | 2015 | 15 | 1500000 | 2030 | 150000 | 12500.0 | 8 | 96 | 100000.0 | 0 | 3 | 0 | 4 | 4 | 11 | 0.114583 | 1 |